Estimating leaf area index of maize using airborne full-waveform lidar data

References

• Allouis, T., S. Durrieu, C. Vega, and P. Couteron. 2013. “Stem Volume and Above-Ground Biomass Estimation of Individual Pine Trees from Lidar Data: Contribution of Full-Waveform Signals.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6 (2): 924–934. doi:10.1109/jstars.2012.2211863.
   Web of Science ®Google Scholar
• Armston, J., M. Disney, P. Lewis, P. Scarth, S. Phinn, R. Lucas, P. Bunting, and N. Goodwin. 2013. “Direct Retrieval of Canopy Gap Probability Using Airborne Waveform Lidar.” Remote Sensing of Environment 134: 24–38. doi:10.1016/j.rse.2013.02.021.
   Web of Science ®Google Scholar
• Axelsson, P. 2000. “DEM Generation from Laser Scanner Data Using Adaptive TIN Models.” International Archives of Photogrammetry and Remote Sensing 33 (B4/1; PART 4): 111–118.
   Google Scholar
• Capodici, F., G. D’Urso, and A. Maltese. 2013. “Investigating the Relationship between X-Band SAR Data from COSMOS-SkyMed Satellite and NDVI for LAI Detection.” Remote Sensing 5 (3): 1389–1404. doi:10.3390/rs5031389.
   Web of Science ®Google Scholar
• Cui, Y., K. Zhao, W. Fan, and X. Xu. 2011. “Retrieving Crop Fractional Cover and LAI Based on Airborne Lidar Data.” Journal of Remote Sensing 15 (6): 1276–1288.
   Google Scholar
• Duong, V. H., R. Lindenbergh, N. Pfeifer, and G. Vosselman. 2008. “Single and Two Epoch Analysis of ICESat Full Waveform Data over Forested Areas.” International Journal of Remote Sensing 29 (5): 1453–1473. doi:10.1080/01431160701736372.
   Web of Science ®Google Scholar
• Lefsky, M. A., W. B. Cohen, G. G. Parker, and D. J. Harding. 2002. “Lidar Remote Sensing for Ecosystem Studies Lidar, an Emerging Remote Sensing Technology that Directly Measures the Three-Dimensional Distribution of Plant Canopies, Can Accurately Estimate Vegetation Structural Attributes and Should be of Particular Interest to Forest, Landscape, and Global Ecologists.” BioScience 52 (1): 19–30.
   Web of Science ®Google Scholar
• Li, W., Z. Niu, N. Huang, C. Wang, S. Gao, and C. Wu. 2015. “Airborne Lidar Technique for Estimating Biomass Components of Maize: A Case Study in Zhangye City, Northwest China.” Ecological Indicators 57: 486–496. doi:10.1016/j.ecolind.2015.04.016.
   Web of Science ®Google Scholar
• Lin, X., and J. Zhang. 2014. “Segmentation-Based Filtering of Airborne LiDAR Point Clouds by Progressive Densification of Terrain Segments.” Remote Sensing 6 (2): 1294–1326. doi:10.3390/rs6021294.
   Web of Science ®Google Scholar
• Luo, S., C. Wang, G. Li, and X. Xi. 2013. “Retrieving Leaf Area Index Using ICESat/Glas Full-Waveform Data.” Remote Sensing Letters 4 (8): 745–753. doi:10.1080/2150704x.2013.790573.
   Web of Science ®Google Scholar
• Luo, S., C. Wang, F. Pan, X. Xi, G. Li, S. Nie, and S. Xia. 2015. “Estimation of Wetland Vegetation Height and Leaf Area Index Using Airborne Laser Scanning Data.” Ecological Indicators 48: 550–559. doi:10.1016/j.ecolind.2014.09.024.
   Web of Science ®Google Scholar
• Luo, S., C. Wang, X. Xi, and F. Pan. 2014. “Estimating FPAR of Maize Canopy Using Airborne Discrete-Return Lidar Data.” Optics Express 22 (5): 5106. doi:10.1364/oe.22.005106.
   PubMed Web of Science ®Google Scholar
• Magruder, L. A., A. L. Neuenschwander, and S. P. Marmillion. 2010. “Lidar Waveform Stacking Techniques for Faint Ground Return Extraction.” Journal of Applied Remote Sensing 4: 043501. doi:10.1117/1.3299657.
   PubMed Web of Science ®Google Scholar
• Mallet, C., and F. Bretar. 2009. “Full-Waveform Topographic Lidar: State-of-the-Art.” ISPRS Journal of Photogrammetry and Remote Sensing 64 (1): 1–16. doi:10.1016/j.isprsjprs.2008.09.007.
   Web of Science ®Google Scholar
• Morsdorf, F., B. Koetz, E. Meier, K. I. Itten, and B. Allgoewer. 2006. “Estimation of LAI and Fractional Cover from Small Footprint Airborne Laser Scanning Data Based on Gap Fraction.” Remote Sensing of Environment 104 (1): 50–61. doi:10.1016/j.rse.2006.04.019.
   Web of Science ®Google Scholar
• Pirotti, F. 2011. “Analysis of Full-Waveform Lidar Data for Forestry Applications: A Review of Investigations and Methods.” Iforest - Biogeosciences and Forestry 4 (3): 100–106. doi:10.3832/ifor0562-004.
   Web of Science ®Google Scholar
• Pirotti, F., G. Laurin, A. Vettore, A. Masiero, and R. Valentini. 2014. “Small Footprint Full-Waveform Metrics Contribution to the Prediction of Biomass in Tropical Forests.” Remote Sensing 6 (10): 9576–9599. doi:10.3390/rs6109576.
   Web of Science ®Google Scholar
• Riaño, D., F. Valladares, S. Condés, and E. Chuvieco. 2004. “Estimation of Leaf Area Index and Covered Ground from Airborne Laser Scanner (Lidar) in Two Contrasting Forests.” Agricultural and Forest Meteorology 124 (3–4): 269–275. doi:10.1016/j.agrformet.2004.02.005.
   Web of Science ®Google Scholar
• Richardson, J. J., L. Monika Moskal, and S.-H. Kim. 2009. “Modeling Approaches to Estimate Effective Leaf Area Index from Aerial Discrete-Return Lidar.” Agricultural And Forest Meteorology 149 (6–7): 1152–1160. doi:10.1016/j.agrformet.2009.02.007.
   Web of Science ®Google Scholar
• Solberg, S. 2010. “Mapping Gap Fraction, LAI and Defoliation Using Various ALS Penetration Variables.” International Journal of Remote Sensing 31 (5): 1227–1244. doi:10.1080/01431160903380672.
   Web of Science ®Google Scholar
• Sun, G., K. Ranson, D. Kimes, J. Blair, and K. Kovacs. 2008. “Forest Vertical Structure from GLAS: An Evaluation Using LVIS and SRTM Data.” Remote Sensing of Environment 112 (1): 107–117. doi:10.1016/j.rse.2006.09.036.
   Web of Science ®Google Scholar
• Wagner, W., A. Ullrich, V. Ducic, T. Melzer, and N. Studnicka. 2006. “Gaussian Decomposition and Calibration of a Novel Small-Footprint Full-Waveform Digitising Airborne Laser Scanner.” ISPRS Journal of Photogrammetry and Remote Sensing 60 (2): 100–112. doi:10.1016/j.isprsjprs.2005.12.001.
   Web of Science ®Google Scholar
• Wang, X., X. Cheng, P. Gong, H. Huang, Z. Li, and X. Li. 2011. “Earth Science Applications of ICESat/GLAS: A Review.” International Journal of Remote Sensing 32 (23): 8837–8864. doi:10.1080/01431161.2010.547533.
   Web of Science ®Google Scholar
• Watson, D. J. 1947. “Comparative Physiological Studies on the Growth of Field Crops. I (http://aob.oxfordjournals.org/content/11/1/41.extract). Variation in Net Assimilation Rate and Leaf Area between Species and Varieties, and within and between Years.” Annals of Botany 11 (41): 41–76.
   Web of Science ®Google Scholar
• Zhao, K., and S. Popescu. 2009. “Lidar-Based Mapping of Leaf Area Index and its use for Validating GLOBCARBON Satellite LAI Product in a Temperate Forest of the Southern USA.” Remote Sensing of Environment 113 (8): 1628–1645. doi:10.1016/j.rse.2009.03.006.
   Web of Science ®Google Scholar
• Zheng, G., and L. M. Moskal. 2009. “Retrieving Leaf Area Index (LAI) Using Remote Sensing: Theories, Methods and Sensors.” Sensors (Basel) 9 (4): 2719–2745. doi:10.3390/s90402719.
   PubMed Web of Science ®Google Scholar